@inproceedings{ding-etal-2026-neuronal, title = "Neuronal Redundancy Reduction and Collaborative Learning for Parameter-Efficient Mixture-of-Experts", author = "Ding, Cheng and Chen, Qin and Zhou, Jie and Zhan, Hongjian and He, Liang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2027/", pages = "46170--46189", ISBN = "979-8-89176-459-0" }